kmds.tagging package

Submodules

kmds.tagging.tag_types module

class kmds.tagging.tag_types.DataRepresentationTags(*values)

Bases: str, Enum

Tags to capture the data representation observation type :param str: string type tag :type str: _type_ :param Enum: string type tag :type Enum: _type_

DATA_TRANSFORMATION_OBSERVATION = 'Data Transformation Observation'

FEATURE_ENGG_OBSERVATION = 'Feature Engineering Observation'

class kmds.tagging.tag_types.ExperimentationTags(*values)

Bases: str, Enum

Tags corresponding to experimentation observation type :param str: string type tag :type str: _type_ :param Enum: string type tag :type Enum: _type_

EXPERIMENTAL_CONJECTURE = 'Experimental Conjecture'

EXPERIMENTAL_OBSERVATION = 'Experimental Observation'

HYPOTHESIS_STATEMENT = 'Hypothesis Statement'

RESULT_SUMMARY = 'Experimental Result Summary'

class kmds.tagging.tag_types.ExploratoryTags(*values)

Bases: str, Enum

Tags to capture the exploratory observation type

Parameters:

• str (_type_) – string type tag

• Enum (_type_) – string type tag

DATA_QUALITY_OBSERVATION = 'Data Quality Observation'

RELEVANCE_OBSERVATION = 'Relevance Observation'

class kmds.tagging.tag_types.ModelSelectionTags(*values)

Bases: str, Enum

Tags corresponding to Model Selection observation type :param str: string type tag :type str: _type_ :param Enum: string type tag :type Enum: _type_

MODEL_SELECTION_OBSERVATION = 'Model Selection Observation'

MODEL_SELECTION_RESULT_SUMMARY = 'Model Selection Result Summary'

MODEL_SELECTION_SETUP_DESCRIPTION = 'Model Selection Setup Description'

MODEL_SELECTION_STATEMENT = 'Model Selection Statement'

class kmds.tagging.tag_types.ModellingChoiceTags(*values)

Bases: str, Enum

Tags corresponding to Modelling choice observation type :param str: string type tag :type str: _type_ :param Enum: string type tag :type Enum: _type_

MODELLING_ASSUMPTION_OBSERVATION = 'Modelling Assumption Observation'

MODELLING_CHOICE_OBSERVATION = 'Modelling Choice Observation'

Module contents